Abstract
Objective: The wound healing response may be viewed as partially overlapping sets of two physiological processes, regeneration and wound repair with the former overrepresented in some lower species such as newts and the latter more typical of mammals. A robust and quantitative model of regenerative healing has been described in Murphy Roths Large (MRL) mice in which through-and-through ear hole wounds in the ear pinna leads to scarless healing and replacement of all tissue through blastema formation and including cartilage. Since these mice are naturally autoimmune and display many aspects of an enhanced inflammatory response, we chose to examine the inflammatory status during regenerative ear hole closure and observed that inflammation has a clear positive effect on regenerative healing.
Approach: The inflammatory gene expression patterns (Illumina microarrays) of early healing ear tissue from regenerative MRL and nonregenerative C57BL/6 (B6) strains are presented along with a survey of innate inflammatory cells found in this tissue type pre and postinjury. The role of inflammation on healing is tested using a COX-2 inhibitor.
Innovation and Conclusion: We conclude that (1) enhanced inflammation is consistent with, and probably necessary, for a full regenerative response and (2) the inflammatory gene expression and cell distribution patterns suggest a novel mast cell population with markers found in both immature and mature mast cells that may be a key component of regeneration.
Scope and Significance
The Murphy Roths Large (MRL) mouse strain is a unique “mammalian laboratory” in which to study the mechanistic details of spontaneous regeneration at all scales—from genes to whole tissues—and to compare this process to wound repair, the typical default healing response of mammals. In this review, we show that the innate immune system, metabolic differences, and tissue remodeling genes are differentially expressed between the MRL and the C57BL/6 strain, a well-characterized model of wound repair. We show differences in inflammatory cell types in the two strains pre and postinjury and identify a novel type of mast cell that may play a role in regeneration.
Translational Relevance
Although humans typically heal wounds via wound repair, the unexpected existence of a retained capacity for regeneration in mice offers the possibility that this capacity may be elicited in patients by the controlled modulation of inflammation.
Clinical Relevance
The observation that the approved Cox-2 inflammatory inhibitor meloxicam profoundly inhibits regeneration in a mouse wound model and should be considered for future clinical study of the effect of NSAIDs on wound healing. This may be especially relevant in the case of chronic wounds and postsurgical intervention in general.
Introduction
The MRL mouse originally generated to transfer the “cn” gene mutation for achondroplagia from the AK virus–susceptible, from Rockefeller mouse strain with a high leukemic background, to mice with a low background1 has been a “laboratory” for mammalian regeneration studies for the past 15 years in our hands and in other laboratories.2–5 A key feature that has allowed rapid progress along many parallel paths in mammalian regeneration has been the ear hole closure model that was first identified in rabbits.6–10 Standardized reproducible ear holes in mice are easily created, ear hole closure measurements are easily quantifiable, and ear punctures are considered to be relatively noninvasive as they have been a traditional life-long identification marker pioneered at the Jackson Laboratories.
This mouse ear hole model of regeneration also lends itself well to large genetic studies, and quantitative genetic trait loci have been mapped by multiple laboratories using both the MRL/MpJ mouse and its parental regenerative strain LG/J.11–19 Although the unusual healing property of the MRL mouse has been confirmed in many different organ systems including the heart,20–22 digit,23,24 articular cartilage and joint,25–27 cornea,28 muscle,29,30 skin grafts,31 and central nervous system and peripheral nervous system,32–37 the ear being an external appendage is easily followed in longitudinal studies of regenerative ear hole closure. Since the MRL mouse is especially prone to autoimmunity (characterized by chronic inflammation, it has for decades also been a workhorse model of systemic lupus erythematosis (SLE).38,39 We previously proposed that these same chronic inflammatory SLE properties were perhaps key to the regenerative response of MRL as well.40,41
In higher organisms, and mammals in particular, wound healing occurs via the wound repair process as opposed to the tissue/organ regeneration seen, for example, in newts and axolotls. This process involves a short and potent inflammatory response to infectious organisms and tissue trauma that lasts only a few days and engages both circulating cells of the innate immune system such as platelets, neutrophils, eosinophils, basophils, and monocytes in addition to stationary mast cells and plasma proteins of the blood. The cellular activation mechanisms of healing include the release of inflammatory factors that enhance cell migration through blood vessels via adhesion toward the affected site, and the resolution phase mediated by TGFb, apoptosis, extracellular matrix components, and specific inhibitory molecules such as resolvins. Hence, inflammation is a requirement for effective wound repair.42–44 However, the early inflammatory episode in healing can also take on a morbid character if excessive and prolonged, or chronic. This delicate balance of inflammation and healing outcomes is exemplified by the observation that inflammation converts the scarless healing response seen in embryos to scar formation in adults.45,46 The importance of the inflammatory response is further supported by the macrophage PU.1 knockout mouse that also displays enhanced wound healing,47 as do many other inflammatory gene knockout mice.42,48
On the other hand, there are also reports that inflammation has a totally different effect on the process of regeneration.49 It has been shown that inflammation enhances both neural protection and axonal regeneration.50,51 Pro-inflammatory mediators such as leukotriene B4 and lipoxin A4 have been shown to both positively and negatively regulate stem cell proliferation and differentiation52 and IL-4 has been found to enhance liver regeneration.53 The innate immune response (inflammatory cells) appears to also be an important factor in MRL mouse regeneration41 that brings cells to the injury site resulting in enhanced remodeling, including neutrophils and monocytes, which produce increased levels of matrix metalloproteinases.40 In the MRL mouse, prolonged inflammation is very apparent during blastema formation at the site of the ear hole injury, while in control mice, the inflammation is much less.
Further support comes from novel lines of mice that show that MRL ear hole closure is positively associated with inflammation. AIRmax and AIRmin mice were selectively bred for maximum and minimum acute inflammation, respectively.54 These two mouse lines display different neutrophil and macrophage migration phenotypes with AIRmax having enhanced ear hole closure. A genetic analysis showed a significant linkage of ear hole closure, neutrophil infiltration, and the AIRmax allele of the gene Slc11a1 or Nramp, a protein involved in endosomal ion transport in macrophages and neutrophils,55 reviewed in this issue.56
Thus, the contrarian view of a positive role of inflammation in regeneration, as opposed to wound healing, is well supported. In this article, we will discuss the cells, genes, and pathways that are differentially expressed in MRL and B6 ear hole wound tissue both at steady state and during ear hole closure to determine the possible functioning of inflammatory genes in regenerative as opposed to nonregenerative wound healing. Using meloxicam, an inhibitor of inflammation, which blocks the pro-inflammatory molecule COX-2, we show that this treatment blocks regenerative healing in the MRL mouse. We further suggest that the MRL has a unique mast cell, as noted previously57 and discussed in this issue,58 which may also be a major player in the MRL inflammatory and regenerative response. On another level, inflammation is also known to be dependent on glycolytic metabolism,59–61 and in fact we find that the basal metabolic state of the MRL mouse is indeed characterized by extensive aerobic glycolysis, reminiscent of the Warburg effect.62 In this review we will also explore genes involved in the glycolytic response, which could directly contribute to inflammation.
Discussion
Gene expression in MRL versus B6 mice
To understand the baseline molecular events associated with ear hole closure, we compared whole genome gene expression profiles between MRL and B6 mice at time 0 of the ear hole punch. Out of 18,761 expressed genes, 158 genes were significantly and differentially expressed at least two-fold between the two strains: 28 genes were upregulated in MRL/B6 and 130 genes were downregulated. An analysis of functions and processes overrepresented in the list of the 158 genes described above showed 13 enriched categories (Fig. 1), the majority [10 different gene ontology (GO) categories] were related to innate immune responses, metabolic differences, or tissue remodeling.
In terms of the inflammatory process, those categories and their definitions that are involved in the activation and recruitment phases include (1) heparin binding, which contains glycosaminoglycans mainly found as intracellular components of mast cells; (2) the immune response defined as a response to potential internal or invasive threat; (3) lysosomes, the cytoplasmic organelles containing a variety of hydrolases responsible for elimination of pathogens and the regulation of inflammation; (4) proteolysis or the ATP-dependent hydrolysis of proteins involved in defense responses; (5) external side of plasma membrane, which includes receptors for cell activation; and (6) respiratory burst during defense, defined as a phase of elevated metabolic activity during which oxygen consumption increases as part of a defense response leading to NADH-dependent production of hydrogen peroxide (H2O2), superoxide anions, and hydroxyl radicals.
The categories that may be involved in the resolution phase of the inflammatory response include (1) regulation of caspase activity using cysteine-type endopepetidase activity for apoptotic processes; (2) Cu ion-binding proteins that have anti-inflammatory effects; (3) retinoic acid metabolism being anti-inflammatory; and (4) oxidation reduction that could oppose or reverse glycolytic processes.
Inflammatory genes
With the analysis of the 158 differentially expressed between MRL and B6 genes on day 0, we found a number of genes that were significantly different (at least twofold with p<0.05) and involved in inflammation. We will discuss how these molecules might affect wound healing and could provide worthwhile candidates for further study. Two of those molecules were found to be upregulated in MRL tissue: Tpsab1 and Mpo. The rest were found to be downregulated in MRL including Fcer1g, Adam17, Aoc3, Ctsc, Ctgf, Ang1, Serpina3g, and Loxl4.
The first upregulated molecule, Tpsab1, encodes the mast cell protease 7 (MCP7)/tryptase alpha, which is 20-fold upregulated in the MRL mouse and is a potent inflammatory mediator. It is a tryptase that can regulate clot formation, fibrinogen/integrin interactions, and is pro-angiogenic.65,66 This has also been shown to be important in wound repair.67 The second upregulated gene, Mpo (7.8-fold up), myeloperoxidase, is a well-known marker of inflammation and mainly expressed by neutrophils and macrophages, which produces hypochlorous acid from H2O2 and chloride and is toxic to pathogens and tissue.68–72 Here, we show that MPO is upregulated in normal MRL tissue compared with B6 and is found in mast cells (Fig. 2). After wounding, it is upregulated in MRL neutrophils (data not shown). Thus, with increased mast cell numbers as well as increased MCP7 and MPO levels in the MRL mouse, this suggests a highly active MRL mast cell population.
Several genes with antioxidant activity, ald1a7 (−6.2-fold), glrx1 or glutaredoxin (−5.3-fold), and prdx2 or peroxiredoxin (−14.7-fold) are all reduced in the MRL.73–75 Since these molecules reduce H2O2, this gene expression pattern could further potentiate MPO.
However, the mast cell receptor Fcer1g, which encodes the high affinity IgE receptor g chain, a key element in inflammation though involved with many different cell types, is 57-fold downregulated in the MRL. It has been reported that the Fcer1g-deficient mouse showed reduced infarct size76 and may be similarly advantageous to the healing response in MRL.
The downregulation of other inflammatory factors found in the MRL mouse include Adam17 or Tace (−5.5-fold), a key enzyme in notch signaling and energy homeostasis. It has been reported that Adam17-deficient mice are hyper-metabolic and lean,77 while Adam17 inhibition reduces tumor invasiveness under hypoxia.78 Low Adam17 level may be related to decreased L-selectin shedding,79 though L-selectin is also necessary for neutrophil accumulation.
Another molecule involved with cell adhesion and migration into inflammatory sites is Aoc3 (amine oxidase or vascular adhesion protein 1),80 which is 5.4-fold down in the MRL. This is a copper-containing molecule found on adipocyte and endothelial cell membranes and has been reported to be responsible for leukocyte extravasation.81 Likewise, Ctgf, or connective tissue growth factor, is associated with cell migration, adhesion, wound healing, and fibrosis. It is 3.4-fold down in the MRL.82,83 Also, Loxl4, or lysyl oxidase-like 4, which is involved in collagen cross-linking and potentiating cell migration from bone marrow-derived populations is 2.88-fold down and may indicate reduced recruitment of cells from circulation and scar formation.84 This suggests that the MRL has mechanisms that mitigate inflammatory cell accumulation.
On the other hand, Ang1 (−5.3-fold) or angiopoietin1 is important in angiogenesis and vascular development and potenitally reduces vascular leakage and maintains lymphatic integrity during inflammation.85 This would have an opposite effect of the above two molecules with increased vessel leakiness in the MRL.
Ctsc (cathepsin C) is a dipeptidyl peptidase I lysosomal peptidase, which is central to the activation of serine proteases in inflammatory cells86 and is 8.4-fold down in the MRL. The cathepsin inhibitor Serpina3g is a serine protease inhibitor found upregulated in activated macrophages stimulated with INFg and LPS and is found in the nucleolus where it can interact with individual cathepsins.87 It is regulated by HIF1a and hypoxia88 and could explain why it is 4.5-fold downregulated in MRL ear (see “Hypoxia-Related Genesis MRL Regeneration”). However, it has also been reported to be upregulated in the MRL/lpr mouse spleen by autoimmune antibodies through an Fc-independent mechanism.89
Finally the molecule Adh7 or alchohol dehydrogenase 7 is involved in the production of retinoic acid and is dramatically reduced (−129-fold) in the MRL. Adh7 levels have been shown to be inversely associated with the degree of inflammation in human gastric mucosa90 and the molecule BCMO1 involved in vitamin A synthesis when knocked out also leads to increased inflammation.91 Taken together, this suggests that an increased inflammatory response may be caused by decreased retinoic acid production.91
Hypoxia-related genes in MRL regeneration
HIF1a is a major potentiator of the metabolic aerobic gylcolytic state, de-differentiation, cell migration, and specifically and importantly for this discussion, a key promotor of inflammation in response to hypoxia.59,60,92,93 One mechanism for the regulation of HIF1a, a protein that is constitutively made, is its breakdown through ubiquination and degradation processes.94 Though no differences in MRL/B6 Hif1a mRNA are seen, there are three differentially expressed genes involved in degradation of HIF1α protein: Rnf7, Psmd8, and Psmb9. These molecules are all significantly down-regulated in MRL tissue which might lead us to predict that HIF1a protein is not being degraded and is both elevated and stabilized in MRL. Most dramatic is the gene Rnf7, also known as Sag/Roc2/Rbx2, which is 37-fold lower in MRL and regulates HIF7 levels (Fig. 3). RNF7 targets HIF1α through the ubiquination/degradation pathway and has been previously described.95 RNF7 functions as a reactive oxygen species scavenger when acting alone, or with other E3 ubiquitin ligase components, promoting ubiquitination and degradation of a number of protein substrates.96 Suppressing Rnf7 mRNA using siRNA specifically stabilizes HIF1α levels.95 Furthermore, the importance of this gene comes from our recent studies mapping ear-hole closure genes16,18,19 in which we identified Rnf7 as a candidate healer gene at a locus on Ch 9.
The proteasomal protein Psmd8, which encodes a non-ATPase 19S subunit and Psmb9, which encodes a 20S core beta subunit are both downregulated (Fig. 3) and could prevent or reduce HIF1a degradation by proteasomes. Interestingly, proteasome inhibitors were reported to stimulate bone formation and hair growth.97
Another molecule, Ube2i or Ubc9, is also downregulated in the MRL (4.0-fold) and could influence HIF1α stability. Ube2i acts as a SUMO conjugase and being expressed in reduced levels could decrease HIF1α SUMOylation. The role of SUMOylation in HIF1α stability, however, is controversial98 being reported to target HIF1α for pVHL-dependent degradation or have an opposite effect by increasing its stability.99
In support of HIF1a's role in MRL regeneration, HIF1a target genes are in fact upregulated in MRL tissue. From the array results, we observed increases in Ldha (10%), Vegfc (74%), Hmox1 (12%), Met (7%), Nt5e (19%), Pkm2 (13%), and Gadph (20%). Examination of endothelial cell gene expression showed MRL/B6 ratios for Vegfc at 15×, hemoxygenase (Hmox1) at 2.9×, Met at 3.5×, and Nt5e at 5.8× and examination of neutrophil populations showed MRL/B6 ratios for Ldha at 7.3×, Pkm2 at 8.2×, Gadph at 6.2×, and Hmox1 at 32.6× (data not shown). Furthermore, HIF1a protein levels are indeed upregulated in normal MRL mice and expression levels increase during injury compared with nonregenerator mice suggesting an important role in the regenerative response (Zhang et al., submitted).
Increased inflammatory cell populations in the MRL regenerative versus C57BL/6 (B6) nonregenerative mouse ears during regenerative healing
As a preliminary study, we examined differences in the numbers of innate immune cells participating in the inflammatory response between MRL and B6 ear punch tissue. Early time points in MRL pre and post ear hole injury reveal differences in three inflammatory cell components during the early phases of the regenerative response (Fig. 4A–C). Mast cells stained with toluidine blue O are elevated in normal MRL ear tissue compared with B6. The number of cells drops after injury and then increases to uninjured levels by day 5. Mast cells are found in the dermis around blood vessels and act as a sentinel for injury. Upon injury, mast cell histamine release causes capillary dilation and leakiness, edema, and inflammatory cell infiltrates. Two of these infiltrate populations, neutrophils and macrophages, are significantly increased in MRL over B6 day 1 postinjury, during the activation phase. Along with the gene expression data, our analysis supports a pro-inflammatory regenerative environment with an increased number of pro-inflammatory cells.
Inhibition of healing by an anti-inflammatory COX-2 inhibitor
To more directly test whether the inhibition of inflammation would affect regenerative ear hole closure, we used meloxicam, a COX-2 inhibitor. Meloxicam is a nonsteroidal anti-inflammatory drug, which inhibits cyclooxygenase or COX, an enzyme that converts arachidonic acid into prostaglandin H2, a mediator of inflammation.100 Of the two COX species, meloxicam targets COX-2 over COX-1.101,102 Since inflammatory genes are upregulated in the MRL mouse and inflammation so prominently accompanies blastema formation, we proposed that blocking inflammation might also block the regenerative response. As seen in Fig. 5, meloxicam given for just the first 3 days significantly reduces the level of hole closure. It should be noted that a longer treatment period may yield a more complete inhibition given the increased levels of mast cells and neutrophils in the MRL on days 5 and 7 respectively (Fig. 4).
A unique population of mast cells
From our studies discussed above, we propose that the MRL mouse has a unique population of mast cells that may be important in the regenerative response. Mast cells, as mature cells, are found at the interface with the outside world such as blood vessels, skin, and mucosa, and are in the perfect position to be one of the first populations that will respond to insult or injury. They begin as myeloid progenitors in bone marrow without any specific mast cell receptors or granules, but do express CD34. Once they enter the vascular circulation, they become committed mast cell precursors, or essentially immature mast cells, still lacking most of the granules and specific markers of mature mast cells such as FCER1G and CD14/CDw17 but now do express CD34/ckit and MCP7 or mast cell protease 7 (Tpsab1).103 The final step in their maturation includes migration into different tissues where the cells become fully mature and express markers including Adam17 (TACE), which “processes” ckit, ANG1, CTGF, PKM2, LDHA, VEGF and HMOX1, and FCER1G, which allows the cells to bind IgE and to degranulate in response to antigen+C′, playing a role in anaphylaxis.104,105 Interestingly, all these cell markers are differentially expressed in MRL vs. B6 ear tissue. Since we did not actually isolate mature tissue mast cells, we will assume that the highly specific mast cell markers found by our microarrays on ear tissue are indeed represented on mast cells.
As mentioned above (Fig. 4), one noticeable difference in MRL vs. B6 tissue is the number of Toluidine Blue O-positive cells where MRL has 2.5-fold 150% more stationary mast cells full of granules, strong evidence of their mature state with increased levels of MCP7 and MPO (Fig. 2). Also PKM2, LDHA, VEGF, and HMOX1 (HO1), all HIF1a targets and markers of glycolysis and mature mast cells, are, as we would predict, higher in MRL tissue. HMOX1 in particular leads to less mast cell sensitivity to stimuli and more resistant to degranulation, and this is a property of tumor-associated mast cells.106,107
On the other hand, multiple mature mast cell markers including FCER1G, ADAM17 (TACE), ANG1, and CTGF are reduced in MRL over B6. Another interesting “deviation” in MRL tissue is a lower level of the molecule DAO1 (diamine oxidase),57 which is one of two major enzymes degrading histamine thus regulating its function. Though it is not expressed by mast cells, it is made by other cells and may affect mast cell function. This lower level might affect MRL cells when they degranulate with their histamine staying longer in the injury area.
This MRL gene expression pattern should lead to mast cells with unique properties. These cells may be less likely to degranulate due to antibody but we know that these cells will effectively degranulate due to injury and disappear from the injury site similar to B6 cells. However, MRL injured ear tissue shows a second wave of mast cells at the injury area by day 5, only to have them degranulate again by day 7. This phenomenon is completely absent in the control B6. These cells may be capable of releasing more cytokines and chemokines without degranulating. Also, MRL mast cells are probably more glycolytic and thus potentially more migratory108,109 and have a more stable membrane due to increased HMOX1 levels and have histamine that is longer acting.
These MRL mast cells are more abundant, express both mature and immature cell markers, display membrane stability characteristic of tumor-associated mast cells and produce longer acting histamine. Their unusual phenotype could be one of the major players in longer and more potent inflammation. This could prevent basement membrane formation allowing motile fibroblasts to expand the regenerative blastema and to fully close the ear hole. Thus, the MRL mast cell has characteristics that would place them somewhere between an immature and mature mast cell (Fig. 6). At an estimated density of 7,000 to 20,000 mast cells per cubic millimeter for skin,110 a rough extrapolation would indicate that mast cells comprise about one percent (i.e., one kilogram) of the human total whole body soft tissue mass. Thus, there is a significant physiological and evolutionary commitment to this well-distributed cell type whose primary physiological function is still somewhat obscure. Is it possible that the mast cell is a “regeneratiive remnant” in mammals that can yet be recruited for medicine?
Conclusion
The MRL mouse starkly illustrates the major biological differences between wound repair and regeneration in mammalian wound healing. This article has focused on the role of inflammation in regeneration as elucidated by MRL mouse gene expression. Globally, the MRL displays enhanced inflammatory gene expression at the basal level and in its response to wounding compared with control nonregenerating strains. Most studies in mammalian wound healing have historically focused on wound repair as this is the dominant wound healing process found in mammals in general and in humans. The role of inflammation except in the most delimited sense has been shown to be pathologic. Examples include chronic wounds, keloids, and autoimmunity following tissue damage or viral insult. Thus, enhanced inflammatory responses that are either mediating or necessary for regeneration is a contrarian view only because of the historical absence of a mammalian regeneration model.
The course of the inflammatory response is known to determine wound repair,43 which is so spectacular in embryos, where no inflammation is observed in the wound repair site.46 The MRL mouse is known to show immunologic abnormalities and several genes related to immune response have been already found to be differentially regulated in the MRL.49 The differential regulation of several genes involved in the immune response in the MRL may support the idea that modulation of the inflammatory response to the injury could explain reduced scarring.49 Finally, the MRL mouse may have inflammatory cell populations, which may make it quite unique.
Take-Home Messages.
• Ear hole closure is a model of mammalian regenerative healing as seen in the MRL mouse.
• An enhanced inflammatory response is required for regenerative healing (see also de Franco and colleagues, this issue).56
• At baseline, the genes differentially expressed between a regenerator and a nonregenerator are enriched for inflammatory responses, metabolic differences, and remodeling.
• As suggested from the genes expressed, the inflammatory response in the regenerator shows more remodeling, reduced scarring, with more stable cell populations that are less cytotoxic. There is increased vascular leakage but less cell migration, more angiogenesis, with an enhanced HIF1a response.
• A novel population of mast cells is proposed for the regenerator mouse, which is more immature than normal, is less sensitive to lysis, and may produce more factors, similar to what is seen for cancer-associated mast cells.
Abbreviations and Acronyms
- ADH7
alchohol dehydrogenase 7
- ANG1
angiopoietin1
- AOC3
amine oxidase
- B6
C57BL/6
- BP
biological process
- CC
cellular component
- COX
cyclooxygenase
- CTSC
cathepsin C
- CTGF
connective tissue growth factor
- DAO1
diamine oxidase
- FCER1G
Fc receptor for IgE (high affinity, gamma chain)
- GLRX1
glutaredoxin
- HIF1a
hypoxia-inducible factor 1a
- H2O2
hydrogen peroxide
- LOXL4
lysyl oxidase-like 4
- MCP7
mast cell protease 7
- MF
molecular function
- MPO
myeloperoxidase
- PRDX2
peroxiredoxin
- RNF7
ring finger protein 7
- SERPINa3g
serine protease inhibitor a3g
- SLE
systemic lupus erythematosis
Acknowledgments and Funding Sources
This research was supported funds from the National Institutes of Health (NIDCR and NIGMS) and the Department of Defense (DARPA).
Author Disclosure and Ghostwriting
The authors declare no competing interests in the studies discussed in this article. No ghostwriters were used to write this article.
About the Authors
The authors are members of the Molecular and Cellular Oncogenesis Group at the Wistar Institute. Andrew Kossenkov, PhD, is Director of the Bioinformatics Facility. Celia Chang is the Director of the Genomics Facility. Louise Showe, PhD, is Associate Director of the Center for Systems and Computational Biology. Dmitri Gourevitch, MD, Yong Zhang, PhD, Lise Clark, PhD, DVM, and Ellen Heber-Katz, PhD, have been studying regeneration biology and immunology for up to the past 15 and 30+ years, respectively.
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